Yumin Ma

According to our database, Yumin Ma authored at least 29 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A new data-driven production scheduling method based on digital twin for smart shop floors.

Yumin Ma, Luyao Li, Jiaxuan Shi, Juan Liu, Fei Qiao, Junkai Wang

Expert Syst. Appl., 2025

Production-logistics collaborative scheduling in dynamic flexible job shops using nested-hierarchical deep reinforcement learning.

Jiaxuan Shi, Fei Qiao, Juan Liu, Yumin Ma, Dongyuan Wang, Chen Ding

Adv. Eng. Informatics, 2025

2024

A semi-supervised production scheduling method based on co-training deep neural network for smart shop floors.

Yumin Ma, Jiaxuan Shi, Jingwen Cai, Juan Liu, Fei Qiao, Yipeng Liao

Comput. Ind. Eng., 2024

Production-Logistics Collaborative Scheduling in Dynamic Flexible Job Shops via Multi-Objective Deep Reinforcement Learning.

Jiaxuan Shi, Fei Qiao, Yumin Ma, Juan Liu, Junkai Wang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Hybrid Variable Neighborhood Search Algorithm for the Multi-objective Distributed Permutation Flowshop Scheduling Problem with Sequence-Dependent Setup Times.

Mingzhe She, Fei Qiao, Yumin Ma, Junkai Wang, Jiakang Ai, Juan Liu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

2023

Improved variance reduction extragradient method with line search for stochastic variational inequalities.

Ting Li, Xingju Cai, Yongzhong Song, Yumin Ma

J. Glob. Optim., November, 2023

Double deep Q-network-based self-adaptive scheduling approach for smart shop floor.

Yumin Ma, Jingwen Cai, Shengyi Li, Juan Liu, Jianmin Xing, Fei Qiao

Neural Comput. Appl., October, 2023

Majorized iPADMM for Nonseparable Convex Minimization Models with Quadratic Coupling Terms.

Yumin Ma, Ting Li, Yongzhong Song, Xingju Cai

Asia Pac. J. Oper. Res., February, 2023

A new boredom-aware dual-resource constrained flexible job shop scheduling problem using a two-stage multi-objective particle swarm optimization algorithm.

Jiaxuan Shi, Mingzhou Chen, Yumin Ma, Fei Qiao

Inf. Sci., 2023

Distributed Scheduling Method for Smart Shop Floor Based on QMIX.

Jianmin Xing, Yumin Ma, Jingwen Cai, Jiaxuan Shi, Juan Liu

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Flexible Resource Allocation in Intelligent Manufacturing Systems Based on Machine and Worker.

Di Cui, Fei Qiao, Yumin Ma, Juan Liu

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

A Novel Fault Diagnosis Method Under Dynamic Working Conditions Based on a CNN With an Adaptive Learning Rate.

Xiaodong Zhai, Fei Qiao, Yumin Ma, Hong Lu

IEEE Trans. Instrum. Meas., 2022

A data-driven scheduling knowledge management method for smart shop floor.

Yumin Ma, Shengyi Li, Fei Qiao, Xiaoyu Lu, Juan Liu

Int. J. Comput. Integr. Manuf., 2022

2021

Industrial big-data-driven and CPS-based adaptive production scheduling for smart manufacturing.

Fei Qiao, Juan Liu, Yumin Ma

Int. J. Prod. Res., 2021

GAN Based Data Analysis and Mining for Smart Shop Floor Scheduling.

Yumin Ma, Shengyi Li, Xiaoyu Lu, Juan Liu

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020

A Novel Rescheduling Method for Dynamic Semiconductor Manufacturing Systems.

Fei Qiao, Yumin Ma, MengChu Zhou, Qidi Wu

IEEE Trans. Syst. Man Cybern. Syst., 2020

Novel Energy- and Maintenance-Aware Collaborative Scheduling for A Hybrid Flow Shop Based on Dual Memetic Algorithms.

Junkai Wang, Hangming Du, Junxia Xing, Fei Qiao, Yumin Ma

IEEE Robotics Autom. Lett., 2020

Cross-Domain Fault Diagnosis with One-Dimensional Convolutional Neural Network^*.

Zichun Wang, Gaowei Xu, Jingwei Wang, Min Liu, Yumin Ma

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Adaptive Scheduling for Smart Shop Floor Based on Deep Q-Network.

Shengyi Li, Yumin Ma, Xiaoyu Lu, Fei Qiao, Juan Liu

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

Energy-Aware Cascade optimization for Proportioning in the Sintering Process Using Improved Immune-Simulated Annealing Algorithm.

Junkai Wang, Yumin Ma, Fei Qiao, Xiaodong Zhai, Juan Liu

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Data-Driven Fault Diagnostics and Prognostics for Predictive Maintenance: A Brief Overview^*.

Gaowei Xu, Min Liu, Jingwei Wang, Yumin Ma, Jian Wang, Fei Li, Weiming Shen

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

Data Driven Scheduling Knowledge Management for Smart Shop Floor.

Yumin Ma, Xiaoyu Lu, Fei Qiao

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2016

Learning-based dynamic scheduling of semiconductor manufacturing system.

Yumin Ma, Fei Qiao, Jianfeng Lu

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015

Key Nodes Discovery in Large-Scale Logistics Network Based on MapReduce.

Yuan Sun, Yunlong Ma, Feng Zhang, Yumin Ma, Weiming Shen

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Parallel simulation-based optimization on scheduling of a semiconductor manufacturing system.

Yumin Ma, Fei Qiao, Wei Yu, Jianfeng Lu

Proceedings of the 2014 Winter Simulation Conference, 2014

The research and application of a dynamic dispatching strategy selection approach based on BPSO-SVM for semiconductor production line.

Yumin Ma, Xi Chen, Fei Qiao, Kuo Tian, Jianfeng Lu

Proceedings of 11th IEEE International Conference on Networking, Sensing and Control, 2014

2013

A Petri Net and Extended Genetic Algorithm Combined Scheduling Method for Wafer Fabrication.

Fei Qiao, Yumin Ma, Li Li, Hong-xia Yu

IEEE Trans Autom. Sci. Eng., 2013

Attribute selection algorithm of data-based scheduling strategy for semiconductor manufacturing.

Fei Qiao, Yumin Ma, Xiang Gu

Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012

Single Machine Oriented Match-Up Rescheduling Method for Semiconductor Manufacturing System.

Fei Qiao, Li Li, Yumin Ma, Bin Shi

Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012